hf.co/TheDrummer/Cydonia-24B-v4.3-GGUF:Q4_K_M
OLLAMA GGUFllama · 23.6B · unknown
Oct 2, 2026 · Cortex-X925
lmstudio-community/meta-llama-3.1-8b-instruct
LM-STUDIO GGUFllama · 8B · Q4_K_M
Mar 5, 2026 · Apple M4 Pro
Global Score
30 vs 78
Hardware Fit
48 vs 100
Quality Score
22 vs 69
Hardware
hf.co/TheDrummer/C… lmstudio-community…
MachineNVIDIA NVIDIA_DGX_SparkMac mini
CPUCortex-X925Apple M4 Pro
Cores2014
RAM122 GB64 GB
GPUDevice 2e12Apple M4 Pro
OSUbuntu 24.04.5 LTSmacOS 15.7.4
Archarm64arm64
Power Modeperformancebalanced
Performance
hf.co/TheDrummer/C… lmstudio-community…
Tokens/sec14.446.0
First chunk5450 ms245 ms
TTFT5.5 s245 ms
Load time22.7 sN/A
Memory usage18.5 GB4.6 GB
Memory %15%7%
HW Fit Score Breakdown
hf.co/TheDrummer/Cydoni…
Speed
14/50
TTFT
4/20
Memory
30/30
lmstudio-community/meta…
Speed
50/50
TTFT
20/20
Memory
30/30
Quality
hf.co/TheDrummer/Cydoni…
Reasoning
16/20
Coding
0/20
Instruction
0/20
Structured
0/15
Math
6/15
Multilingual
0/10
Reasoning: Strong Coding: Poor Instruction Following: Poor Structured Output: Poor Math: Weak Multilingual: Poor
lmstudio-community/meta…
Reasoning
11/20
Coding
15/20
Instruction
14/20
Structured
15/15
Math
4/15
Multilingual
10/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Poor Multilingual: Strong
Run yours and compare
$
npm install -g metrillm@latest$
metrillmRequires Node 20+ and Ollama or LM Studio running
Or run without installing: npx metrillm@latest